Search Results for author: Matthew Broadbent

Found 4 papers, 0 papers with code

AI in Energy Digital Twining: A Reinforcement Learning-based Adaptive Digital Twin Model for Green Cities

no code implementations28 Jan 2024 Lal Verda Cakir, Kubra Duran, Craig Thomson, Matthew Broadbent, Berk Canberk

This is caused by the lack of right-time data capturing in traditional approaches, resulting in inaccurate modelling and high resource and energy consumption challenges.

Digital Twin-Native AI-Driven Service Architecture for Industrial Networks

no code implementations24 Nov 2023 Kubra Duran, Matthew Broadbent, Gokhan Yurdakul, Berk Canberk

Within the proposed DT-native architecture, we implement a TCP-based data flow pipeline and a Reinforcement Learning (RL)-based learner model.

Reinforcement Learning (RL)

Contactless Human Activity Recognition using Deep Learning with Flexible and Scalable Software Define Radio

no code implementations18 Apr 2023 Muhammad Zakir Khan, Jawad Ahmad, Wadii Boulila, Matthew Broadbent, Syed Aziz Shah, Anis Koubaa, Qammer H. Abbasi

Specifically, this study investigates the use of Wi-Fi channel state information (CSI) as a novel method of ambient sensing that can be employed as a contactless means of recognizing human activity in indoor environments.

Human Activity Recognition

The side effect profile of Clozapine in real world data of three large mental hospitals

no code implementations27 Jan 2020 Ehtesham Iqbal, Risha Govind, Alvin Romero, Olubanke Dzahini, Matthew Broadbent, Robert Stewart, Tanya Smith, Chi-Hun Kim, Nomi Werbeloff, Richard Dobson, Zina Ibrahim

Further, the data was combined from three trusts, and chi-square tests were applied to estimate the average effect of ADRs in each monthly interval.

Management

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